Dataset statistics
| Number of variables | 18 |
|---|---|
| Number of observations | 471717 |
| Missing cells | 879068 |
| Missing cells (%) | 10.4% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 64.8 MiB |
| Average record size in memory | 144.0 B |
Variable types
| DateTime | 1 |
|---|---|
| Numeric | 17 |
aire_cupula_bt is highly overall correlated with peso_bt and 2 other fields | High correlation |
aire_sparger_bt is highly overall correlated with ph_cultivo_bt and 2 other fields | High correlation |
peso_bt is highly overall correlated with aire_cupula_bt and 2 other fields | High correlation |
ph_cultivo_bt is highly overall correlated with aire_sparger_bt and 2 other fields | High correlation |
pres_bio_bt is highly overall correlated with peso_bt | High correlation |
pres_par_O2_1_bt is highly overall correlated with aire_cupula_bt and 4 other fields | High correlation |
pres_parcial_O2_bt is highly overall correlated with aire_sparger_bt and 2 other fields | High correlation |
total_antiespumante_bt is highly overall correlated with total_sol_base_bt | High correlation |
total_sol_base_bt is highly overall correlated with total_antiespumante_bt | High correlation |
vel_agitacion_bt is highly overall correlated with aire_cupula_bt and 2 other fields | High correlation |
vel_agitacion_bt has 39840 (8.4%) missing values | Missing |
aire_sparger_bt has 39840 (8.4%) missing values | Missing |
pres_bio_bt has 39827 (8.4%) missing values | Missing |
pres_par_O2_1_bt has 87715 (18.6%) missing values | Missing |
pres_par_O2_2_bt has 226371 (48.0%) missing values | Missing |
aire_cupula_bt has 39838 (8.4%) missing values | Missing |
peso_bt has 39829 (8.4%) missing values | Missing |
ph_1_bt has 44959 (9.5%) missing values | Missing |
ph_2_bt has 41993 (8.9%) missing values | Missing |
antiespumante_bt has 39839 (8.4%) missing values | Missing |
total_antiespumante_bt has 39832 (8.4%) missing values | Missing |
sol_base_bt has 39839 (8.4%) missing values | Missing |
total_sol_base_bt has 39833 (8.4%) missing values | Missing |
pres_parcial_O2_bt has 39837 (8.4%) missing values | Missing |
ph_cultivo_bt has 39840 (8.4%) missing values | Missing |
temp_bt has 39836 (8.4%) missing values | Missing |
ph_1_bt is highly skewed (γ1 = -99.57291661) | Skewed |
vel_agitacion_bt has 212983 (45.2%) zeros | Zeros |
aire_sparger_bt has 364359 (77.2%) zeros | Zeros |
pres_par_O2_1_bt has 280302 (59.4%) zeros | Zeros |
pres_par_O2_2_bt has 185717 (39.4%) zeros | Zeros |
aire_cupula_bt has 174461 (37.0%) zeros | Zeros |
peso_bt has 70934 (15.0%) zeros | Zeros |
antiespumante_bt has 385309 (81.7%) zeros | Zeros |
total_antiespumante_bt has 60410 (12.8%) zeros | Zeros |
sol_base_bt has 402514 (85.3%) zeros | Zeros |
total_sol_base_bt has 176605 (37.4%) zeros | Zeros |
ph_cultivo_bt has 44084 (9.3%) zeros | Zeros |
temp_bt has 25125 (5.3%) zeros | Zeros |
Reproduction
| Analysis started | 2024-10-12 18:09:45.494398 |
|---|---|
| Analysis finished | 2024-10-12 18:10:24.464139 |
| Duration | 38.97 seconds |
| Software version | ydata-profiling v0.0.dev0 |
| Download configuration | config.json |
f_h_bt
Date
| Distinct | 52413 |
|---|---|
| Distinct (%) | 11.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.6 MiB |
| Minimum | 2023-03-14 23:00:00+00:00 |
|---|---|
| Maximum | 2024-09-10 22:00:00+00:00 |
vel_agitacion_bt
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 29312 |
|---|---|
| Distinct (%) | 6.8% |
| Missing | 39840 |
| Missing (%) | 8.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22.264953 |
| Minimum | 0 |
|---|---|
| Maximum | 84 |
| Zeros | 212983 |
| Zeros (%) | 45.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 6.1440002 |
| Q3 | 29.656006 |
| 95-th percentile | 80 |
| Maximum | 84 |
| Range | 84 |
| Interquartile range (IQR) | 29.656006 |
Descriptive statistics
| Standard deviation | 29.388784 |
|---|---|
| Coefficient of variation (CV) | 1.3199571 |
| Kurtosis | -0.34932571 |
| Mean | 22.264953 |
| Median Absolute Deviation (MAD) | 6.1440002 |
| Skewness | 1.0974854 |
| Sum | 9615721.3 |
| Variance | 863.70063 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 212983 | |
| 20 | 60132 | 12.7% |
| 80 | 57343 | 12.2% |
| 72 | 22049 | 4.7% |
| 44 | 8447 | 1.8% |
| 36 | 7381 | 1.6% |
| 29.60799561 | 1552 | 0.3% |
| 29.59200439 | 1548 | 0.3% |
| 40 | 1507 | 0.3% |
| 29.63199463 | 1057 | 0.2% |
| Other values (29302) | 57878 | 12.3% |
| (Missing) | 39840 | 8.4% |
| Value | Count | Frequency (%) |
| 0 | 212983 | |
| 2.879998779 | 1 | < 0.1% |
| 3.032000732 | 1 | < 0.1% |
| 3.088000488 | 1 | < 0.1% |
| 3.096002197 | 1 | < 0.1% |
| 3.111999512 | 2 | < 0.1% |
| 3.12800293 | 5 | < 0.1% |
| 3.128008392 | 1 | < 0.1% |
| 3.128163024 | 1 | < 0.1% |
| 3.12816351 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 84 | 274 | 0.1% |
| 80 | 57343 | |
| 79.99999067 | 1 | < 0.1% |
| 79.99995117 | 1 | < 0.1% |
| 79.99991745 | 1 | < 0.1% |
| 79.99990776 | 1 | < 0.1% |
| 79.99987793 | 2 | < 0.1% |
| 79.99984741 | 1 | < 0.1% |
| 79.99980469 | 1 | < 0.1% |
| 79.99977417 | 1 | < 0.1% |
aire_sparger_bt
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 21943 |
|---|---|
| Distinct (%) | 5.1% |
| Missing | 39840 |
| Missing (%) | 8.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 67.826063 |
| Minimum | -794.33599 |
|---|---|
| Maximum | 805.696 |
| Zeros | 364359 |
| Zeros (%) | 77.2% |
| Negative | 40 |
| Negative (%) | < 0.1% |
| Memory size | 3.6 MiB |
Quantile statistics
| Minimum | -794.33599 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 799.896 |
| Maximum | 805.696 |
| Range | 1600.032 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 220.13078 |
|---|---|
| Coefficient of variation (CV) | 3.245519 |
| Kurtosis | 7.1406655 |
| Mean | 67.826063 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.0199209 |
| Sum | 29292517 |
| Variance | 48457.559 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 364359 | |
| 799.9199707 | 4669 | 1.0% |
| 799.7919922 | 3854 | 0.8% |
| 799.8959961 | 3390 | 0.7% |
| 799.9040039 | 2359 | 0.5% |
| 799.9439941 | 1929 | 0.4% |
| 799.8640137 | 1877 | 0.4% |
| 799.952002 | 1611 | 0.3% |
| 799.8799805 | 1506 | 0.3% |
| 799.9120117 | 1322 | 0.3% |
| Other values (21933) | 45001 | 9.5% |
| (Missing) | 39840 | 8.4% |
| Value | Count | Frequency (%) |
| -794.3359863 | 1 | < 0.1% |
| -788.3519531 | 1 | < 0.1% |
| -0.2719997406 | 1 | < 0.1% |
| -0.263999939 | 1 | < 0.1% |
| -0.2240001678 | 1 | < 0.1% |
| -0.2 | 5 | |
| -0.1759998322 | 1 | < 0.1% |
| -0.1680000305 | 1 | < 0.1% |
| -0.1279998779 | 2 | < 0.1% |
| -0.1119998932 | 3 |
| Value | Count | Frequency (%) |
| 805.6959961 | 455 | 0.1% |
| 802.4080078 | 537 | |
| 801.752002 | 109 | < 0.1% |
| 800.1199707 | 786 | |
| 800.0640137 | 1216 | |
| 800.0560059 | 1317 | |
| 800.0239746 | 1007 | |
| 800.0080078 | 1126 | |
| 799.9919922 | 456 | 0.1% |
| 799.9759766 | 461 | 0.1% |
pres_bio_bt
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 182146 |
|---|---|
| Distinct (%) | 42.2% |
| Missing | 39827 |
| Missing (%) | 8.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 231.58039 |
| Minimum | -17.678558 |
|---|---|
| Maximum | 815.40313 |
| Zeros | 2587 |
| Zeros (%) | 0.5% |
| Negative | 156125 |
| Negative (%) | 33.1% |
| Memory size | 3.6 MiB |
Quantile statistics
| Minimum | -17.678558 |
|---|---|
| 5-th percentile | -2.0994725 |
| Q1 | -0.60184937 |
| median | 2.2719344 |
| Q3 | 480 |
| 95-th percentile | 753.85596 |
| Maximum | 815.40313 |
| Range | 833.08168 |
| Interquartile range (IQR) | 480.60185 |
Descriptive statistics
| Standard deviation | 273.78591 |
|---|---|
| Coefficient of variation (CV) | 1.18225 |
| Kurtosis | -1.2819045 |
| Mean | 231.58039 |
| Median Absolute Deviation (MAD) | 4.5898274 |
| Skewness | 0.52666974 |
| Sum | 1.0001725 × 108 |
| Variance | 74958.724 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 480 | 150719 | |
| 799.9919922 | 20256 | 4.3% |
| 659.7328125 | 3794 | 0.8% |
| 0 | 2587 | 0.5% |
| 753.855957 | 2179 | 0.5% |
| 693.7148926 | 1279 | 0.3% |
| 640.9678711 | 1248 | 0.3% |
| 716.7102539 | 1235 | 0.3% |
| -0.7841430664 | 1130 | 0.2% |
| -0.7638916016 | 918 | 0.2% |
| Other values (182136) | 246545 | |
| (Missing) | 39827 | 8.4% |
| Value | Count | Frequency (%) |
| -17.67855826 | 1 | |
| -17.46685468 | 1 | |
| -17.40801237 | 1 | |
| -17.40423101 | 1 | |
| -17.40284387 | 1 | |
| -17.39293823 | 1 | |
| -17.38617579 | 1 | |
| -17.36105496 | 1 | |
| -17.36061863 | 1 | |
| -17.33317647 | 1 |
| Value | Count | Frequency (%) |
| 815.403125 | 189 | < 0.1% |
| 812.6696289 | 138 | < 0.1% |
| 799.9919922 | 20256 | |
| 799.8291548 | 1 | < 0.1% |
| 799.391338 | 1 | < 0.1% |
| 799.278426 | 1 | < 0.1% |
| 799.077949 | 1 | < 0.1% |
| 787.4319824 | 1 | < 0.1% |
| 777.5439941 | 1 | < 0.1% |
| 775.8 | 1 | < 0.1% |
pres_par_O2_1_bt
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 50890 |
|---|---|
| Distinct (%) | 13.3% |
| Missing | 87715 |
| Missing (%) | 18.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 460.67193 |
| Minimum | -0.28136597 |
|---|---|
| Maximum | 12268.625 |
| Zeros | 280302 |
| Zeros (%) | 59.4% |
| Negative | 9263 |
| Negative (%) | 2.0% |
| Memory size | 3.6 MiB |
Quantile statistics
| Minimum | -0.28136597 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 5668.0852 |
| Maximum | 12268.625 |
| Range | 12268.906 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1750.3644 |
|---|---|
| Coefficient of variation (CV) | 3.79959 |
| Kurtosis | 13.964581 |
| Mean | 460.67193 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.9001034 |
| Sum | 1.7689894 × 108 |
| Variance | 3063775.7 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 280302 | |
| -0.2813659668 | 9254 | 2.0% |
| 9120.979687 | 3790 | 0.8% |
| 6505.707813 | 2181 | 0.5% |
| 5668.085156 | 1629 | 0.3% |
| 248.8854736 | 1337 | 0.3% |
| 7370.183594 | 1328 | 0.3% |
| 6996.889844 | 1285 | 0.3% |
| 167.4596191 | 1049 | 0.2% |
| 7987.819531 | 1033 | 0.2% |
| Other values (50880) | 80814 | 17.1% |
| (Missing) | 87715 | 18.6% |
| Value | Count | Frequency (%) |
| -0.2813659668 | 9254 | |
| -0.2218725676 | 1 | < 0.1% |
| -0.1898950697 | 1 | < 0.1% |
| -0.1892120976 | 1 | < 0.1% |
| -0.1504498587 | 1 | < 0.1% |
| -0.1471444051 | 1 | < 0.1% |
| -0.1356840012 | 1 | < 0.1% |
| -0.09656236762 | 1 | < 0.1% |
| -0.09238882492 | 1 | < 0.1% |
| -0.0571876545 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 12268.625 | 41 | |
| 12235.15078 | 1 | < 0.1% |
| 12200.79766 | 1 | < 0.1% |
| 12138.02578 | 1 | < 0.1% |
| 12083.57969 | 1 | < 0.1% |
| 12013.67734 | 32 | |
| 12013.36273 | 1 | < 0.1% |
| 12002.17031 | 2 | < 0.1% |
| 11992.73203 | 1 | < 0.1% |
| 11976.50078 | 1 | < 0.1% |
pres_par_O2_2_bt
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 10147 |
|---|---|
| Distinct (%) | 4.1% |
| Missing | 226371 |
| Missing (%) | 48.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.76295263 |
| Minimum | -0.0076965332 |
|---|---|
| Maximum | 89.740161 |
| Zeros | 185717 |
| Zeros (%) | 39.4% |
| Negative | 47902 |
| Negative (%) | 10.2% |
| Memory size | 3.6 MiB |
Quantile statistics
| Minimum | -0.0076965332 |
|---|---|
| 5-th percentile | -0.0055297852 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 89.740161 |
| Range | 89.747858 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 5.5391698 |
|---|---|
| Coefficient of variation (CV) | 7.2601751 |
| Kurtosis | 123.56108 |
| Mean | 0.76295263 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 10.407117 |
| Sum | 187187.38 |
| Variance | 30.682402 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 185717 | |
| -0.005529785156 | 46981 | 10.0% |
| -0.007696533203 | 727 | 0.2% |
| 8 | 585 | 0.1% |
| 78.38275757 | 20 | < 0.1% |
| 79.12711792 | 15 | < 0.1% |
| 78.82723389 | 13 | < 0.1% |
| 7.610464478 | 13 | < 0.1% |
| 28.45993042 | 12 | < 0.1% |
| 78.68264771 | 12 | < 0.1% |
| Other values (10137) | 11251 | 2.4% |
| (Missing) | 226371 |
| Value | Count | Frequency (%) |
| -0.007696533203 | 727 | 0.2% |
| -0.005529785156 | 46981 | |
| -0.005525782548 | 1 | < 0.1% |
| -0.005519367462 | 1 | < 0.1% |
| -0.005519161521 | 1 | < 0.1% |
| -0.005514969802 | 1 | < 0.1% |
| -0.005509946854 | 1 | < 0.1% |
| -0.005508064171 | 1 | < 0.1% |
| -0.005506218395 | 1 | < 0.1% |
| -0.005506047471 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 89.74016113 | 4 | |
| 89.73720789 | 1 | < 0.1% |
| 89.65920385 | 1 | < 0.1% |
| 89.63708413 | 1 | < 0.1% |
| 89.61322148 | 1 | < 0.1% |
| 89.59118919 | 1 | < 0.1% |
| 89.58363173 | 1 | < 0.1% |
| 89.58114014 | 9 | |
| 89.47863892 | 1 | < 0.1% |
| 89.42779541 | 6 |
aire_cupula_bt
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 213252 |
|---|---|
| Distinct (%) | 49.4% |
| Missing | 39838 |
| Missing (%) | 8.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.7613908 |
| Minimum | 0 |
|---|---|
| Maximum | 157.07986 |
| Zeros | 174461 |
| Zeros (%) | 37.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 3.9997629 |
| Q3 | 4.0001707 |
| 95-th percentile | 21.119997 |
| Maximum | 157.07986 |
| Range | 157.07986 |
| Interquartile range (IQR) | 4.0001707 |
Descriptive statistics
| Standard deviation | 9.9105443 |
|---|---|
| Coefficient of variation (CV) | 2.081439 |
| Kurtosis | 34.037114 |
| Mean | 4.7613908 |
| Median Absolute Deviation (MAD) | 3.9997629 |
| Skewness | 5.13954 |
| Sum | 2056344.7 |
| Variance | 98.218888 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 174461 | |
| 40.47999878 | 3812 | 0.8% |
| 21.11999664 | 3547 | 0.8% |
| 6.6 | 3498 | 0.7% |
| 22.43999634 | 2441 | 0.5% |
| 17.15999756 | 2083 | 0.4% |
| 11.87999878 | 1999 | 0.4% |
| 5.279999924 | 1912 | 0.4% |
| 26.39999695 | 1864 | 0.4% |
| 28.16000366 | 1375 | 0.3% |
| Other values (213242) | 234887 | |
| (Missing) | 39838 | 8.4% |
| Value | Count | Frequency (%) |
| 0 | 174461 | |
| 0.01962204832 | 1 | < 0.1% |
| 0.02326878684 | 1 | < 0.1% |
| 0.07128547617 | 1 | < 0.1% |
| 0.1315726093 | 1 | < 0.1% |
| 0.1423443709 | 1 | < 0.1% |
| 0.1841951646 | 1 | < 0.1% |
| 0.2217831827 | 1 | < 0.1% |
| 0.3634535565 | 1 | < 0.1% |
| 0.3980566611 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 157.0798584 | 1 | < 0.1% |
| 100.7599487 | 211 | < 0.1% |
| 97.68005981 | 410 | |
| 96.79995117 | 745 | |
| 88.44005127 | 17 | < 0.1% |
| 81.84004517 | 42 | < 0.1% |
| 81.39996948 | 17 | < 0.1% |
| 80.95997314 | 93 | < 0.1% |
| 79.63997803 | 80 | < 0.1% |
| 77.8800415 | 19 | < 0.1% |
peso_bt
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 29717 |
|---|---|
| Distinct (%) | 6.9% |
| Missing | 39829 |
| Missing (%) | 8.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 398.10617 |
| Minimum | -84.4 |
|---|---|
| Maximum | 1732.4 |
| Zeros | 70934 |
| Zeros (%) | 15.0% |
| Negative | 147770 |
| Negative (%) | 31.3% |
| Memory size | 3.6 MiB |
Quantile statistics
| Minimum | -84.4 |
|---|---|
| 5-th percentile | -18.4 |
| Q1 | -6 |
| median | 0 |
| Q3 | 170.64 |
| 95-th percentile | 1656 |
| Maximum | 1732.4 |
| Range | 1816.8 |
| Interquartile range (IQR) | 176.64 |
Descriptive statistics
| Standard deviation | 667.90672 |
|---|---|
| Coefficient of variation (CV) | 1.67771 |
| Kurtosis | -0.42299138 |
| Mean | 398.10617 |
| Median Absolute Deviation (MAD) | 18 |
| Skewness | 1.231598 |
| Sum | 1.7193728 × 108 |
| Variance | 446099.39 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 70934 | 15.0% |
| -18 | 15353 | 3.3% |
| -1.2 | 10058 | 2.1% |
| 0.4 | 8174 | 1.7% |
| -18.4 | 7815 | 1.7% |
| -17.6 | 7179 | 1.5% |
| -17.2 | 5905 | 1.3% |
| -19.2 | 5475 | 1.2% |
| -6.8 | 4593 | 1.0% |
| -6.959999847 | 4335 | 0.9% |
| Other values (29707) | 292067 | |
| (Missing) | 39829 | 8.4% |
| Value | Count | Frequency (%) |
| -84.4 | 91 | |
| -84.08163405 | 1 | < 0.1% |
| -84.07962254 | 1 | < 0.1% |
| -84 | 36 | < 0.1% |
| -70.4 | 1 | < 0.1% |
| -70 | 1 | < 0.1% |
| -69.77818471 | 1 | < 0.1% |
| -69.6 | 1 | < 0.1% |
| -68 | 17 | < 0.1% |
| -67.6 | 78 |
| Value | Count | Frequency (%) |
| 1732.4 | 3 | < 0.1% |
| 1732 | 1 | < 0.1% |
| 1720.4 | 1 | < 0.1% |
| 1718 | 6 | < 0.1% |
| 1717.6 | 14 | < 0.1% |
| 1717.2 | 15 | < 0.1% |
| 1716.8 | 27 | |
| 1716.4 | 36 | |
| 1716.211284 | 1 | < 0.1% |
| 1716 | 64 |
ph_1_bt
Real number (ℝ)
MISSING  SKEWED 
| Distinct | 50417 |
|---|---|
| Distinct (%) | 11.8% |
| Missing | 44959 |
| Missing (%) | 9.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.4290232 |
| Minimum | -16705.317 |
|---|---|
| Maximum | 2049.6152 |
| Zeros | 174 |
| Zeros (%) | < 0.1% |
| Negative | 50531 |
| Negative (%) | 10.7% |
| Memory size | 3.6 MiB |
Quantile statistics
| Minimum | -16705.317 |
|---|---|
| 5-th percentile | -4.6862289 |
| Q1 | 1.5124306 |
| median | 1.7072765 |
| Q3 | 5.8725303 |
| 95-th percentile | 6.2720001 |
| Maximum | 2049.6152 |
| Range | 18754.932 |
| Interquartile range (IQR) | 4.3600998 |
Descriptive statistics
| Standard deviation | 142.28843 |
|---|---|
| Coefficient of variation (CV) | -99.570415 |
| Kurtosis | 11636.234 |
| Mean | -1.4290232 |
| Median Absolute Deviation (MAD) | 1.9420391 |
| Skewness | -99.572917 |
| Sum | -609847.09 |
| Variance | 20245.999 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6.272000122 | 23841 | 5.1% |
| -4.686228943 | 22828 | 4.8% |
| -0.2347625732 | 18573 | 3.9% |
| 1.707276535 | 13834 | 2.9% |
| 4.539850616 | 4451 | 0.9% |
| -0.1569252014 | 3568 | 0.8% |
| -527.3871582 | 3315 | 0.7% |
| 1.587190247 | 3254 | 0.7% |
| 1.305897903 | 3115 | 0.7% |
| 1.630574226 | 3078 | 0.7% |
| Other values (50407) | 326901 | |
| (Missing) | 44959 | 9.5% |
| Value | Count | Frequency (%) |
| -16705.31719 | 26 | < 0.1% |
| -10298.18984 | 1 | < 0.1% |
| -527.3871582 | 3315 | |
| -526.3940933 | 1 | < 0.1% |
| -526.1155903 | 1 | < 0.1% |
| -525.0820986 | 1 | < 0.1% |
| -516.1368823 | 1 | < 0.1% |
| -515.2058735 | 1 | < 0.1% |
| -191.6294922 | 1 | < 0.1% |
| -8.040552655 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2049.615234 | 1 | < 0.1% |
| 1950.344922 | 1 | < 0.1% |
| 1883.366797 | 1 | < 0.1% |
| 1687.218359 | 1 | < 0.1% |
| 1554.458887 | 1 | < 0.1% |
| 1389.407324 | 1 | < 0.1% |
| 1357.113574 | 1 | < 0.1% |
| 1355.918262 | 1 | < 0.1% |
| 1344.499091 | 1 | < 0.1% |
| 1059.302637 | 4 |
ph_2_bt
Real number (ℝ)
MISSING 
| Distinct | 15484 |
|---|---|
| Distinct (%) | 3.6% |
| Missing | 41993 |
| Missing (%) | 8.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -24.918618 |
| Minimum | -389.26096 |
|---|---|
| Maximum | 178.7813 |
| Zeros | 276 |
| Zeros (%) | 0.1% |
| Negative | 215057 |
| Negative (%) | 45.6% |
| Memory size | 3.6 MiB |
Quantile statistics
| Minimum | -389.26096 |
|---|---|
| 5-th percentile | -389.26096 |
| Q1 | -0.2552742 |
| median | -0.011331558 |
| Q3 | 2.5092309 |
| 95-th percentile | 5.879974 |
| Maximum | 178.7813 |
| Range | 568.04226 |
| Interquartile range (IQR) | 2.7645051 |
Descriptive statistics
| Standard deviation | 92.918234 |
|---|---|
| Coefficient of variation (CV) | -3.7288678 |
| Kurtosis | 11.278267 |
| Mean | -24.918618 |
| Median Absolute Deviation (MAD) | 1.357432 |
| Skewness | -3.620123 |
| Sum | -10708128 |
| Variance | 8633.7982 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3.2 | 64036 | |
| -0.01133155823 | 46432 | 9.8% |
| -0.2552742004 | 42468 | 9.0% |
| -38.21071167 | 28873 | 6.1% |
| 1.242311668 | 26562 | 5.6% |
| -389.2609619 | 25933 | 5.5% |
| 1.300272942 | 22903 | 4.9% |
| -1.969050598 | 19862 | 4.2% |
| -0.8517827988 | 19006 | 4.0% |
| -0.1385864258 | 16902 | 3.6% |
| Other values (15474) | 116747 | |
| (Missing) | 41993 | 8.9% |
| Value | Count | Frequency (%) |
| -389.2609619 | 25933 | |
| -389.1811626 | 1 | < 0.1% |
| -387.8849362 | 1 | < 0.1% |
| -385.6619304 | 1 | < 0.1% |
| -385.3407178 | 1 | < 0.1% |
| -379.1654863 | 1 | < 0.1% |
| -377.7421594 | 1 | < 0.1% |
| -336.5587212 | 1 | < 0.1% |
| -333.4207645 | 1 | < 0.1% |
| -314.0435053 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 178.7812988 | 4 | < 0.1% |
| 178.1812988 | 1 | < 0.1% |
| 175.8241699 | 1 | < 0.1% |
| 158.660083 | 1 | < 0.1% |
| 38.09625549 | 1 | < 0.1% |
| 11.98619843 | 1 | < 0.1% |
| 10.34707794 | 27 | |
| 10.33210297 | 1 | < 0.1% |
| 10.26894531 | 1 | < 0.1% |
| 10.19732208 | 1 | < 0.1% |
antiespumante_bt
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 2019 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 39839 |
| Missing (%) | 8.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 82.530459 |
| Minimum | -22.4 |
|---|---|
| Maximum | 1711.4491 |
| Zeros | 385309 |
| Zeros (%) | 81.7% |
| Negative | 19766 |
| Negative (%) | 4.2% |
| Memory size | 3.6 MiB |
Quantile statistics
| Minimum | -22.4 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1526.4 |
| Maximum | 1711.4491 |
| Range | 1733.8491 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 354.48992 |
|---|---|
| Coefficient of variation (CV) | 4.2952616 |
| Kurtosis | 14.579148 |
| Mean | 82.530459 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.0634558 |
| Sum | 35643090 |
| Variance | 125663.1 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 385309 | |
| -18 | 2867 | 0.6% |
| -18.4 | 2528 | 0.5% |
| -14.4 | 2126 | 0.5% |
| -17.2 | 2017 | 0.4% |
| -17.6 | 1763 | 0.4% |
| -18.8 | 1542 | 0.3% |
| -0.4 | 1302 | 0.3% |
| -1.6 | 1247 | 0.3% |
| 2 | 762 | 0.2% |
| Other values (2009) | 30415 | 6.4% |
| (Missing) | 39839 | 8.4% |
| Value | Count | Frequency (%) |
| -22.4 | 2 | < 0.1% |
| -22 | 3 | < 0.1% |
| -21.6 | 4 | < 0.1% |
| -21.2 | 10 | < 0.1% |
| -20.8 | 16 | < 0.1% |
| -20.4 | 23 | < 0.1% |
| -20 | 28 | < 0.1% |
| -19.68075124 | 1 | < 0.1% |
| -19.6 | 47 | < 0.1% |
| -19.2 | 611 |
| Value | Count | Frequency (%) |
| 1711.449056 | 1 | < 0.1% |
| 1710.587867 | 1 | < 0.1% |
| 1706.719481 | 1 | < 0.1% |
| 1706 | 17 | |
| 1705.6 | 25 | |
| 1705.591693 | 1 | < 0.1% |
| 1705.505852 | 1 | < 0.1% |
| 1705.457903 | 1 | < 0.1% |
| 1705.2 | 31 | |
| 1705.058271 | 1 | < 0.1% |
total_antiespumante_bt
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 35087 |
|---|---|
| Distinct (%) | 8.1% |
| Missing | 39832 |
| Missing (%) | 8.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 40.102418 |
| Minimum | 0 |
|---|---|
| Maximum | 8199.6 |
| Zeros | 60410 |
| Zeros (%) | 12.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4.9599998 |
| median | 14.88 |
| Q3 | 40.8 |
| 95-th percentile | 126.48002 |
| Maximum | 8199.6 |
| Range | 8199.6 |
| Interquartile range (IQR) | 35.84 |
Descriptive statistics
| Standard deviation | 138.60133 |
|---|---|
| Coefficient of variation (CV) | 3.4561838 |
| Kurtosis | 363.77702 |
| Mean | 40.102418 |
| Median Absolute Deviation (MAD) | 10.880476 |
| Skewness | 16.050576 |
| Sum | 17319633 |
| Variance | 19210.328 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 60410 | 12.8% |
| 9.919999695 | 30184 | 6.4% |
| 7.43999939 | 28946 | 6.1% |
| 14.88000031 | 19846 | 4.2% |
| 17.36000061 | 19360 | 4.1% |
| 12.4 | 19128 | 4.1% |
| 49.59999084 | 16601 | 3.5% |
| 4.959999847 | 13138 | 2.8% |
| 24.80000153 | 9760 | 2.1% |
| 59.51998901 | 8257 | 1.8% |
| Other values (35077) | 206255 | |
| (Missing) | 39832 | 8.4% |
| Value | Count | Frequency (%) |
| 0 | 60410 | |
| 0.002796132197 | 1 | < 0.1% |
| 0.004837127198 | 1 | < 0.1% |
| 0.00974709501 | 1 | < 0.1% |
| 0.01114275186 | 1 | < 0.1% |
| 0.01336322829 | 1 | < 0.1% |
| 0.01440595995 | 1 | < 0.1% |
| 0.01606404052 | 1 | < 0.1% |
| 0.01717965255 | 1 | < 0.1% |
| 0.01790767497 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 8199.6 | 2 | < 0.1% |
| 7966.627657 | 1 | < 0.1% |
| 6886.6272 | 1 | < 0.1% |
| 5806.628343 | 1 | < 0.1% |
| 4726.6272 | 1 | < 0.1% |
| 3646.628057 | 1 | < 0.1% |
| 2987.585547 | 479 | |
| 2820.466423 | 1 | < 0.1% |
| 2656.748096 | 1 | < 0.1% |
| 2647.073145 | 1 | < 0.1% |
sol_base_bt
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 26880 |
|---|---|
| Distinct (%) | 6.2% |
| Missing | 39839 |
| Missing (%) | 8.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2396154 |
| Minimum | 0 |
|---|---|
| Maximum | 80 |
| Zeros | 402514 |
| Zeros (%) | 85.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.91884852 |
| Maximum | 80 |
| Range | 80 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.1916776 |
|---|---|
| Coefficient of variation (CV) | 4.9732928 |
| Kurtosis | 198.06249 |
| Mean | 0.2396154 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.4134001 |
| Sum | 103484.62 |
| Variance | 1.4200954 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 402514 | |
| 8 | 2185 | 0.5% |
| 7.610464478 | 37 | < 0.1% |
| 2.400146484 | 18 | < 0.1% |
| 7.609883881 | 17 | < 0.1% |
| 7.200439453 | 15 | < 0.1% |
| 2.399963379 | 15 | < 0.1% |
| 4.799926758 | 14 | < 0.1% |
| 48 | 14 | < 0.1% |
| 4.800292969 | 13 | < 0.1% |
| Other values (26870) | 27036 | 5.7% |
| (Missing) | 39839 | 8.4% |
| Value | Count | Frequency (%) |
| 0 | 402514 | |
| 3.051757858 × 10-7 | 1 | < 0.1% |
| 8.585711509 × 10-7 | 1 | < 0.1% |
| 3.277489783 × 10-6 | 1 | < 0.1% |
| 4.588888731 × 10-6 | 1 | < 0.1% |
| 1.266804469 × 10-5 | 1 | < 0.1% |
| 2.228564413 × 10-5 | 1 | < 0.1% |
| 2.31698436 × 10-5 | 1 | < 0.1% |
| 2.376482648 × 10-5 | 1 | < 0.1% |
| 2.86196768 × 10-5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 80 | 1 | < 0.1% |
| 72 | 1 | < 0.1% |
| 48 | 14 | |
| 46.86744091 | 1 | < 0.1% |
| 45.76459981 | 1 | < 0.1% |
| 32.52447157 | 1 | < 0.1% |
| 28.69340853 | 1 | < 0.1% |
| 27.79323548 | 1 | < 0.1% |
| 20.06333269 | 1 | < 0.1% |
| 14.11384463 | 1 | < 0.1% |
total_sol_base_bt
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 46979 |
|---|---|
| Distinct (%) | 10.9% |
| Missing | 39833 |
| Missing (%) | 8.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2146.3373 |
| Minimum | 0 |
|---|---|
| Maximum | 22260.513 |
| Zeros | 176605 |
| Zeros (%) | 37.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 23.901222 |
| Q3 | 4386.6762 |
| 95-th percentile | 8224.4727 |
| Maximum | 22260.513 |
| Range | 22260.513 |
| Interquartile range (IQR) | 4386.6762 |
Descriptive statistics
| Standard deviation | 3285.6851 |
|---|---|
| Coefficient of variation (CV) | 1.5308335 |
| Kurtosis | 2.1249031 |
| Mean | 2146.3373 |
| Median Absolute Deviation (MAD) | 23.901222 |
| Skewness | 1.5016318 |
| Sum | 9.2696875 × 108 |
| Variance | 10795726 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 176605 | |
| 2014.737695 | 14386 | 3.0% |
| 7684.094531 | 4559 | 1.0% |
| 11393.56953 | 4070 | 0.9% |
| 8099.764844 | 3942 | 0.8% |
| 11.8683548 | 3770 | 0.8% |
| 14.3049881 | 3726 | 0.8% |
| 62.8109314 | 3386 | 0.7% |
| 4386.676172 | 3250 | 0.7% |
| 6431.4 | 2980 | 0.6% |
| Other values (46969) | 211210 | |
| (Missing) | 39833 | 8.4% |
| Value | Count | Frequency (%) |
| 0 | 176605 | |
| 0.01666003704 | 1 | < 0.1% |
| 0.0167649371 | 1 | < 0.1% |
| 0.01684833063 | 1 | < 0.1% |
| 0.03293879197 | 1 | < 0.1% |
| 0.03316664088 | 1 | < 0.1% |
| 0.03615813777 | 1 | < 0.1% |
| 0.0439114691 | 1 | < 0.1% |
| 0.0715862416 | 1 | < 0.1% |
| 0.08394892034 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 22260.5125 | 1 | < 0.1% |
| 22105.09613 | 1 | < 0.1% |
| 21906.81499 | 1 | < 0.1% |
| 21708.53363 | 1 | < 0.1% |
| 21510.25238 | 1 | < 0.1% |
| 21311.5077 | 1 | < 0.1% |
| 21113.68988 | 1 | < 0.1% |
| 21070.66875 | 852 | |
| 21016.14219 | 1 | < 0.1% |
| 20983.20625 | 1 | < 0.1% |
pres_parcial_O2_bt
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 85855 |
|---|---|
| Distinct (%) | 19.9% |
| Missing | 39837 |
| Missing (%) | 8.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 797.81382 |
| Minimum | -14.840857 |
|---|---|
| Maximum | 32921.481 |
| Zeros | 136 |
| Zeros (%) | < 0.1% |
| Negative | 19534 |
| Negative (%) | 4.1% |
| Memory size | 3.6 MiB |
Quantile statistics
| Minimum | -14.840857 |
|---|---|
| 5-th percentile | 0.17705969 |
| Q1 | 480 |
| median | 741.76357 |
| Q3 | 799.99199 |
| 95-th percentile | 809.7085 |
| Maximum | 32921.481 |
| Range | 32936.322 |
| Interquartile range (IQR) | 319.99199 |
Descriptive statistics
| Standard deviation | 2630.5987 |
|---|---|
| Coefficient of variation (CV) | 3.2972589 |
| Kurtosis | 142.99772 |
| Mean | 797.81382 |
| Median Absolute Deviation (MAD) | 58.228418 |
| Skewness | 11.949902 |
| Sum | 3.4455983 × 108 |
| Variance | 6920049.6 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 799.9919922 | 174271 | |
| 480 | 14851 | 3.1% |
| 734.0049805 | 4572 | 1.0% |
| 703.9084473 | 4072 | 0.9% |
| 710.0310547 | 3947 | 0.8% |
| 809.7084961 | 3731 | 0.8% |
| 712.9417969 | 3648 | 0.8% |
| 861.6889648 | 3318 | 0.7% |
| 731.789209 | 3179 | 0.7% |
| 741.7635742 | 2869 | 0.6% |
| Other values (85845) | 213422 | |
| (Missing) | 39837 | 8.4% |
| Value | Count | Frequency (%) |
| -14.84085693 | 1 | |
| -10.546875 | 1 | |
| -10.46581812 | 1 | |
| -10.46541518 | 1 | |
| -10.40535583 | 1 | |
| -10.38617345 | 1 | |
| -10.38502773 | 1 | |
| -10.22196953 | 1 | |
| -10.20229146 | 1 | |
| -10.18298932 | 1 |
| Value | Count | Frequency (%) |
| 32921.48125 | 2835 | |
| 26400.29596 | 1 | < 0.1% |
| 943.9433594 | 777 | 0.2% |
| 917.7376953 | 196 | < 0.1% |
| 916.7911133 | 110 | < 0.1% |
| 916.6861328 | 668 | 0.1% |
| 905.0707031 | 607 | 0.1% |
| 898.8673828 | 95 | < 0.1% |
| 883.7032722 | 1 | < 0.1% |
| 880.4666016 | 21 | < 0.1% |
ph_cultivo_bt
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 13382 |
|---|---|
| Distinct (%) | 3.1% |
| Missing | 39840 |
| Missing (%) | 8.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 543.93011 |
| Minimum | -794.36797 |
|---|---|
| Maximum | 805.952 |
| Zeros | 44084 |
| Zeros (%) | 9.3% |
| Negative | 3885 |
| Negative (%) | 0.8% |
| Memory size | 3.6 MiB |
Quantile statistics
| Minimum | -794.36797 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 5.8959961 |
| median | 799.91201 |
| Q3 | 800.03999 |
| 95-th percentile | 800.40801 |
| Maximum | 805.952 |
| Range | 1600.32 |
| Interquartile range (IQR) | 794.14399 |
Descriptive statistics
| Standard deviation | 381.34661 |
|---|---|
| Coefficient of variation (CV) | 0.70109488 |
| Kurtosis | -0.74930803 |
| Mean | 543.93011 |
| Median Absolute Deviation (MAD) | 0.22397461 |
| Skewness | -0.91924717 |
| Sum | 2.349109 × 108 |
| Variance | 145425.24 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 44084 | 9.3% |
| 800.0399902 | 19363 | 4.1% |
| 799.9120117 | 12013 | 2.5% |
| 799.9600098 | 9253 | 2.0% |
| 800.3040039 | 8433 | 1.8% |
| 799.9919922 | 8326 | 1.8% |
| 800 | 8147 | 1.7% |
| 799.9439941 | 8082 | 1.7% |
| 799.8640137 | 7899 | 1.7% |
| 799.9679688 | 7519 | 1.6% |
| Other values (13372) | 298758 | |
| (Missing) | 39840 | 8.4% |
| Value | Count | Frequency (%) |
| -794.3679688 | 121 | |
| -794.2719727 | 1 | < 0.1% |
| -794.2239746 | 2 | < 0.1% |
| -794.1839844 | 10 | < 0.1% |
| -794.1359863 | 7 | < 0.1% |
| -794.1120117 | 274 | |
| -794.0959961 | 1 | < 0.1% |
| -794.047998 | 1 | < 0.1% |
| -793.8719727 | 1 | < 0.1% |
| -793.8640137 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 805.952002 | 442 | 0.1% |
| 805.7679688 | 469 | 0.1% |
| 802.352002 | 664 | 0.1% |
| 801.9359863 | 551 | 0.1% |
| 800.7359863 | 817 | 0.2% |
| 800.6959961 | 1610 | |
| 800.6 | 1708 | |
| 800.5759766 | 2177 | |
| 800.5199707 | 560 | 0.1% |
| 800.5120117 | 1337 |
temp_bt
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 218100 |
|---|---|
| Distinct (%) | 50.5% |
| Missing | 39836 |
| Missing (%) | 8.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.526823 |
| Minimum | -0.4 |
|---|---|
| Maximum | 81.073239 |
| Zeros | 25125 |
| Zeros (%) | 5.3% |
| Negative | 2 |
| Negative (%) | < 0.1% |
| Memory size | 3.6 MiB |
Quantile statistics
| Minimum | -0.4 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 12.366531 |
| median | 16.359578 |
| Q3 | 23.992437 |
| 95-th percentile | 29.83653 |
| Maximum | 81.073239 |
| Range | 81.473239 |
| Interquartile range (IQR) | 11.625906 |
Descriptive statistics
| Standard deviation | 14.732128 |
|---|---|
| Coefficient of variation (CV) | 0.79517833 |
| Kurtosis | 8.0925512 |
| Mean | 18.526823 |
| Median Absolute Deviation (MAD) | 6.0555742 |
| Skewness | 2.393024 |
| Sum | 8001382.9 |
| Variance | 217.0356 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 25125 | 5.3% |
| 80 | 15079 | 3.2% |
| 20 | 5433 | 1.2% |
| 29.60799561 | 5118 | 1.1% |
| 3.208001709 | 3621 | 0.8% |
| 29.63199463 | 2866 | 0.6% |
| 3.2 | 2695 | 0.6% |
| 29.6 | 2139 | 0.5% |
| 3.176000977 | 2067 | 0.4% |
| 29.61600342 | 1925 | 0.4% |
| Other values (218090) | 365813 | |
| (Missing) | 39836 | 8.4% |
| Value | Count | Frequency (%) |
| -0.4 | 1 | < 0.1% |
| -0.2479980469 | 1 | < 0.1% |
| 0 | 25125 | |
| 0.1342207533 | 1 | < 0.1% |
| 0.1572525757 | 1 | < 0.1% |
| 0.4239990234 | 1 | < 0.1% |
| 2.960000038 | 1 | < 0.1% |
| 2.976000977 | 1 | < 0.1% |
| 2.983999062 | 1 | < 0.1% |
| 2.984696145 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 81.07323879 | 1 | < 0.1% |
| 80.99927861 | 1 | < 0.1% |
| 80.96800537 | 1 | < 0.1% |
| 80.83199463 | 1 | < 0.1% |
| 80.64000244 | 1 | < 0.1% |
| 80.56978423 | 1 | < 0.1% |
| 80.23727531 | 1 | < 0.1% |
| 80.14399414 | 1 | < 0.1% |
| 80 | 15079 | |
| 79.90183953 | 1 | < 0.1% |
id_bio
Real number (ℝ)
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13973.556 |
| Minimum | 13169 |
|---|---|
| Maximum | 14618 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.6 MiB |
Quantile statistics
| Minimum | 13169 |
|---|---|
| 5-th percentile | 13169 |
| Q1 | 13171 |
| median | 14614 |
| Q3 | 14616 |
| 95-th percentile | 14618 |
| Maximum | 14618 |
| Range | 1449 |
| Interquartile range (IQR) | 1445 |
Descriptive statistics
| Standard deviation | 718.27665 |
|---|---|
| Coefficient of variation (CV) | 0.051402568 |
| Kurtosis | -1.9499963 |
| Mean | 13973.556 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | -0.22360426 |
| Sum | 6.5915637 × 109 |
| Variance | 515921.34 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 13169 | 52413 | |
| 13170 | 52413 | |
| 13171 | 52413 | |
| 13172 | 52413 | |
| 14614 | 52413 | |
| 14615 | 52413 | |
| 14616 | 52413 | |
| 14617 | 52413 | |
| 14618 | 52413 |
| Value | Count | Frequency (%) |
| 13169 | 52413 | |
| 13170 | 52413 | |
| 13171 | 52413 | |
| 13172 | 52413 | |
| 14614 | 52413 | |
| 14615 | 52413 | |
| 14616 | 52413 | |
| 14617 | 52413 | |
| 14618 | 52413 |
| Value | Count | Frequency (%) |
| 14618 | 52413 | |
| 14617 | 52413 | |
| 14616 | 52413 | |
| 14615 | 52413 | |
| 14614 | 52413 | |
| 13172 | 52413 | |
| 13171 | 52413 | |
| 13170 | 52413 | |
| 13169 | 52413 |
| aire_cupula_bt | aire_sparger_bt | antiespumante_bt | id_bio | peso_bt | ph_1_bt | ph_2_bt | ph_cultivo_bt | pres_bio_bt | pres_par_O2_1_bt | pres_par_O2_2_bt | pres_parcial_O2_bt | sol_base_bt | temp_bt | total_antiespumante_bt | total_sol_base_bt | vel_agitacion_bt | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| aire_cupula_bt | 1.000 | 0.491 | 0.038 | 0.008 | 0.558 | 0.148 | 0.121 | -0.411 | -0.311 | 0.528 | 0.100 | -0.258 | 0.152 | 0.032 | -0.418 | -0.423 | 0.596 |
| aire_sparger_bt | 0.491 | 1.000 | 0.097 | 0.089 | 0.073 | -0.065 | 0.233 | -0.564 | 0.374 | 0.589 | 0.239 | -0.587 | 0.152 | 0.073 | -0.332 | -0.198 | 0.276 |
| antiespumante_bt | 0.038 | 0.097 | 1.000 | 0.020 | -0.013 | 0.060 | 0.102 | -0.057 | -0.016 | -0.072 | 0.145 | -0.160 | -0.014 | 0.420 | -0.015 | 0.033 | 0.072 |
| id_bio | 0.008 | 0.089 | 0.020 | 1.000 | -0.022 | 0.175 | 0.159 | 0.042 | 0.128 | -0.071 | 0.018 | 0.056 | -0.091 | -0.012 | 0.004 | -0.076 | -0.030 |
| peso_bt | 0.558 | 0.073 | -0.013 | -0.022 | 1.000 | 0.440 | -0.098 | -0.209 | -0.648 | 0.370 | -0.162 | -0.084 | 0.403 | 0.159 | -0.113 | -0.336 | 0.819 |
| ph_1_bt | 0.148 | -0.065 | 0.060 | 0.175 | 0.440 | 1.000 | -0.144 | -0.046 | -0.317 | 0.147 | -0.093 | -0.061 | 0.243 | 0.195 | 0.051 | -0.080 | 0.441 |
| ph_2_bt | 0.121 | 0.233 | 0.102 | 0.159 | -0.098 | -0.144 | 1.000 | -0.016 | 0.170 | 0.093 | 0.289 | -0.122 | -0.136 | 0.032 | -0.234 | -0.284 | 0.018 |
| ph_cultivo_bt | -0.411 | -0.564 | -0.057 | 0.042 | -0.209 | -0.046 | -0.016 | 1.000 | -0.150 | -0.550 | -0.054 | 0.640 | -0.256 | -0.161 | 0.112 | -0.071 | -0.358 |
| pres_bio_bt | -0.311 | 0.374 | -0.016 | 0.128 | -0.648 | -0.317 | 0.170 | -0.150 | 1.000 | 0.086 | 0.210 | -0.336 | -0.141 | 0.052 | 0.059 | 0.224 | -0.429 |
| pres_par_O2_1_bt | 0.528 | 0.589 | -0.072 | -0.071 | 0.370 | 0.147 | 0.093 | -0.550 | 0.086 | 1.000 | 0.220 | -0.629 | 0.385 | 0.270 | -0.251 | -0.148 | 0.541 |
| pres_par_O2_2_bt | 0.100 | 0.239 | 0.145 | 0.018 | -0.162 | -0.093 | 0.289 | -0.054 | 0.210 | 0.220 | 1.000 | -0.167 | -0.141 | 0.085 | -0.339 | -0.245 | 0.050 |
| pres_parcial_O2_bt | -0.258 | -0.587 | -0.160 | 0.056 | -0.084 | -0.061 | -0.122 | 0.640 | -0.336 | -0.629 | -0.167 | 1.000 | -0.329 | -0.345 | 0.044 | -0.137 | -0.324 |
| sol_base_bt | 0.152 | 0.152 | -0.014 | -0.091 | 0.403 | 0.243 | -0.136 | -0.256 | -0.141 | 0.385 | -0.141 | -0.329 | 1.000 | 0.351 | 0.133 | 0.189 | 0.415 |
| temp_bt | 0.032 | 0.073 | 0.420 | -0.012 | 0.159 | 0.195 | 0.032 | -0.161 | 0.052 | 0.270 | 0.085 | -0.345 | 0.351 | 1.000 | 0.104 | 0.206 | 0.263 |
| total_antiespumante_bt | -0.418 | -0.332 | -0.015 | 0.004 | -0.113 | 0.051 | -0.234 | 0.112 | 0.059 | -0.251 | -0.339 | 0.044 | 0.133 | 0.104 | 1.000 | 0.658 | -0.198 |
| total_sol_base_bt | -0.423 | -0.198 | 0.033 | -0.076 | -0.336 | -0.080 | -0.284 | -0.071 | 0.224 | -0.148 | -0.245 | -0.137 | 0.189 | 0.206 | 0.658 | 1.000 | -0.324 |
| vel_agitacion_bt | 0.596 | 0.276 | 0.072 | -0.030 | 0.819 | 0.441 | 0.018 | -0.358 | -0.429 | 0.541 | 0.050 | -0.324 | 0.415 | 0.263 | -0.198 | -0.324 | 1.000 |
| f_h_bt | vel_agitacion_bt | aire_sparger_bt | pres_bio_bt | pres_par_O2_1_bt | pres_par_O2_2_bt | aire_cupula_bt | peso_bt | ph_1_bt | ph_2_bt | antiespumante_bt | total_antiespumante_bt | sol_base_bt | total_sol_base_bt | pres_parcial_O2_bt | ph_cultivo_bt | temp_bt | id_bio | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2023-03-14 23:00:00+00:00 | 0.0 | 0.0 | 480.0 | 0.0 | NaN | 0.0 | -20.000000 | 1.56356 | -0.011332 | 0.0 | 27.280002 | 0.0 | 1486.330176 | 655.892432 | 799.623975 | 18.163524 | 13169 |
| 1 | 2023-03-14 23:15:00+00:00 | 0.0 | 0.0 | 480.0 | 0.0 | NaN | 0.0 | -17.335388 | 1.56356 | -0.011332 | 0.0 | 27.280002 | 0.0 | 1486.330176 | 655.892432 | 799.623975 | 18.102256 | 13169 |
| 2 | 2023-03-14 23:30:00+00:00 | 0.0 | 0.0 | 480.0 | 0.0 | NaN | 0.0 | -20.035917 | 1.56356 | -0.011332 | 0.0 | 27.280002 | 0.0 | 1486.330176 | 655.892432 | 799.623975 | 18.070250 | 13169 |
| 3 | 2023-03-14 23:45:00+00:00 | 0.0 | 0.0 | 480.0 | 0.0 | NaN | 0.0 | -20.260454 | 1.56356 | -0.011332 | 0.0 | 27.280002 | 0.0 | 1486.330176 | 655.892432 | 799.623975 | 18.004430 | 13169 |
| 4 | 2023-03-15 00:00:00+00:00 | 0.0 | 0.0 | 480.0 | 0.0 | NaN | 0.0 | -20.399136 | 1.56356 | -0.011332 | 0.0 | 27.280002 | 0.0 | 1486.330176 | 655.892432 | 799.623975 | 18.020433 | 13169 |
| 5 | 2023-03-15 00:15:00+00:00 | 0.0 | 0.0 | 480.0 | 0.0 | NaN | 0.0 | -20.400000 | 1.56356 | -0.011332 | 0.0 | 27.280002 | 0.0 | 1480.795851 | 655.892432 | 799.623975 | 17.924498 | 13169 |
| 6 | 2023-03-15 00:30:00+00:00 | 0.0 | 0.0 | 480.0 | 0.0 | NaN | 0.0 | -17.829069 | 1.56356 | -0.011332 | 0.0 | 27.280002 | 0.0 | 361.983921 | 655.892432 | 799.623975 | 17.928987 | 13169 |
| 7 | 2023-03-15 00:45:00+00:00 | 0.0 | 0.0 | 480.0 | 0.0 | NaN | 0.0 | -20.400000 | 1.56356 | -0.011332 | 0.0 | 22.340042 | 0.0 | 1486.330176 | 655.892432 | 799.623975 | 17.940428 | 13169 |
| 8 | 2023-03-15 01:00:00+00:00 | 0.0 | 0.0 | 480.0 | 0.0 | NaN | 0.0 | -20.400000 | 1.56356 | -0.011332 | 0.0 | 27.280002 | 0.0 | 1486.330176 | 655.892432 | 799.623975 | 17.847360 | 13169 |
| 9 | 2023-03-15 01:15:00+00:00 | 0.0 | 0.0 | 480.0 | 0.0 | NaN | 0.0 | -20.400000 | 1.56356 | -0.011332 | 0.0 | 27.280002 | 0.0 | 1486.330176 | 655.892432 | 799.623975 | 17.715718 | 13169 |
| f_h_bt | vel_agitacion_bt | aire_sparger_bt | pres_bio_bt | pres_par_O2_1_bt | pres_par_O2_2_bt | aire_cupula_bt | peso_bt | ph_1_bt | ph_2_bt | antiespumante_bt | total_antiespumante_bt | sol_base_bt | total_sol_base_bt | pres_parcial_O2_bt | ph_cultivo_bt | temp_bt | id_bio | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 471707 | 2024-09-10 19:45:00+00:00 | 0.0 | 0.0 | 480.0 | 0.0 | NaN | 0.0 | -6.24 | 1.248973 | -0.342431 | 0.0 | 29.760001 | 0.0 | 0.0 | 735.895508 | 800.03999 | 15.370399 | 14618 |
| 471708 | 2024-09-10 20:00:00+00:00 | 0.0 | 0.0 | 480.0 | 0.0 | NaN | 0.0 | -6.24 | 1.248973 | -0.342431 | 0.0 | 29.760001 | 0.0 | 0.0 | 735.895508 | 800.03999 | 15.272946 | 14618 |
| 471709 | 2024-09-10 20:15:00+00:00 | 0.0 | 0.0 | 480.0 | 0.0 | 0.0 | 0.0 | -6.24 | 1.248973 | -0.342431 | 0.0 | 29.760001 | 0.0 | 0.0 | 735.895508 | 800.03999 | 15.394324 | 14618 |
| 471710 | 2024-09-10 20:30:00+00:00 | 0.0 | 0.0 | 480.0 | 0.0 | NaN | 0.0 | -6.24 | 1.248973 | -0.342431 | 0.0 | 29.760001 | 0.0 | 0.0 | 735.895508 | 800.03999 | 15.275258 | 14618 |
| 471711 | 2024-09-10 20:45:00+00:00 | 0.0 | 0.0 | 480.0 | 0.0 | NaN | 0.0 | -6.24 | 1.248973 | -0.342431 | 0.0 | 29.760001 | 0.0 | 0.0 | 735.895508 | 800.03999 | 15.231995 | 14618 |
| 471712 | 2024-09-10 21:00:00+00:00 | 0.0 | 0.0 | 480.0 | 0.0 | NaN | 0.0 | -6.24 | 1.248973 | -0.342431 | 0.0 | 29.760001 | 0.0 | 0.0 | 735.895508 | 800.03999 | 15.353003 | 14618 |
| 471713 | 2024-09-10 21:15:00+00:00 | 0.0 | 0.0 | 480.0 | 0.0 | NaN | 0.0 | -6.24 | 1.248973 | -0.342431 | 0.0 | 29.760001 | 0.0 | 0.0 | 735.895508 | 800.03999 | 15.251117 | 14618 |
| 471714 | 2024-09-10 21:30:00+00:00 | 0.0 | 0.0 | 480.0 | 0.0 | NaN | 0.0 | -6.24 | 1.248973 | -0.342431 | 0.0 | 29.760001 | 0.0 | 0.0 | 735.895508 | 800.03999 | 15.239383 | 14618 |
| 471715 | 2024-09-10 21:45:00+00:00 | 0.0 | 0.0 | 480.0 | 0.0 | NaN | 0.0 | -6.24 | 1.248973 | -0.342431 | 0.0 | 29.760001 | 0.0 | 0.0 | 735.895508 | 800.03999 | 15.224738 | 14618 |
| 471716 | 2024-09-10 22:00:00+00:00 | 0.0 | 0.0 | 480.0 | 0.0 | NaN | 0.0 | -6.24 | 1.248973 | -0.342431 | 0.0 | 29.760001 | 0.0 | 0.0 | 735.895508 | 800.03999 | 15.213614 | 14618 |